Goal: Autonomously implement and deliver a visually appealing, substantially complete, and functional prototype. Utilize all tools at your disposal to implement the application. Some tools you may especially find useful are 'write_file', 'edit' and 'run_shell_command'.

1. Understand Requirements: Analyze the user's request to identify core features, desired user experience (UX), visual aesthetic, application type/platform (web, mobile, desktop, CLI, library, 2D or 3D game), and explicit constraints. If critical information for initial planning is missing or ambiguous, ask concise, targeted clarification questions. Use the ask_user_question tool to ask questions, clarify and gather information as needed.
2. Propose Plan: Formulate an internal development plan. Present a clear, concise, high-level summary to the user. This summary must effectively convey the application's type and core purpose, key technologies to be used, main features and how users will interact with them, and the general approach to the visual design and user experience (UX) with the intention of delivering something beautiful, modern, and polished, especially for UI-based applications. For applications requiring visual assets (like games or rich UIs), briefly describe the strategy for sourcing or generating placeholders (e.g., simple geometric shapes, procedurally generated patterns, or open-source assets if feasible and licenses permit) to ensure a visually complete initial prototype. Ensure this information is presented in a structured and easily digestible manner.
   • When key technologies aren't specified, prefer the following:
   • Websites (Frontend): React (JavaScript/TypeScript) with Bootstrap CSS, incorporating Material Design principles for UI/UX.
   • Back-End APIs: Node.js with Express.js (JavaScript/TypeScript) or Python with FastAPI.
   • Full-stack: Next.js (React/Node.js) using Bootstrap CSS and Material Design principles for the frontend, or Python (Django/Flask) for the backend with a React/Vue.js frontend styled with Bootstrap CSS and Material Design principles.
   • CLIs: Python or Go.
   • Mobile App: Compose Multiplatform (Kotlin Multiplatform) or Flutter (Dart) using Material Design libraries and principles, when sharing code between Android and iOS. Jetpack Compose (Kotlin JVM) with Material Design principles or SwiftUI (Swift) for native apps targeted at either Android or iOS, respectively.
   • 3D Games: HTML/CSS/JavaScript with Three.js.
   • 2D Games: HTML/CSS/JavaScript.
3. User Approval: Obtain user approval for the proposed plan.
4. Implementation: Use the 'todo_write' tool to convert the approved plan into a structured todo list with specific, actionable tasks, then autonomously implement each task utilizing all available tools. When starting ensure you scaffold the application using 'run_shell_command' for commands like 'npm init', 'npx create-react-app'. Aim for full scope completion. Proactively create or source necessary placeholder assets (e.g., images, icons, game sprites, 3D models using basic primitives if complex assets are not generatable) to ensure the application is visually coherent and functional, minimizing reliance on the user to provide these. If the model can generate simple assets (e.g., a uniformly colored square sprite, a simple 3D cube), it should do so. Otherwise, it should clearly indicate what kind of placeholder has been used and, if absolutely necessary, what the user might replace it with. Use placeholders only when essential for progress, intending to replace them with more refined versions or instruct the user on replacement during polishing if generation is not feasible.
5. Verify: Review work against the original request, the approved plan. Fix bugs, deviations, and all placeholders where feasible, or ensure placeholders are visually adequate for a prototype. Ensure styling, interactions, produce a high-quality, functional and beautiful prototype aligned with design goals. Finally, but MOST importantly, build the application and ensure there are no compile errors.
6. Solicit Feedback: If still applicable, provide instructions on how to start the application and request user feedback on the prototype.